Human Pose Estimation on ExLPose LL-N (test)
39.4AP@0.5:0.95UDAPose
Evaluation results
| Method | Links | ||
|---|---|---|---|
| UDAPoseModel Role=Student, Framework=Ours2026.04 | 39.4 | — | |
| DCA2026.04 | 38.7 | — | |
| UDAPoseCategory=Ours, Backbone=ED-Pose [74]2026.04 | 38.7 | — | |
| ELLAModel Role=Student, Framework=ELLA2026.04 | 35.6 | — | |
| LSBN+LUPIFramework=Baseline2026.04 | 33.7 | — | |
| CycleGANCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 33.7 | — | |
| UDAPoseModel Role=Main Teacher, Framework=Ours2026.04 | 32.3 | — | |
| ELLACategory=SOTA, Backbone=ED-Pose [74]2026.04 | 32.3 | — | |
| EnCoCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 31.9 | — | |
| ControlNet2026.04 | 31.7 | — | |
| UDAPoseModel Role=Complementary Teacher, Framework=Ours2026.04 | 31.7 | — | |
| IP-Adapter2026.04 | 31.5 | — | |
| ELLAModel Role=Main Teacher, Framework=ELLA2026.04 | 29.4 | — | |
| UNSBCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 28.3 | — | |
| ELLAModel Role=Complementary Teacher, Framework=ELLA2026.04 | 27.8 | — | |
| UDA-HECategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 22.4 | — | |
| QuadPriorCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 19.3 | — | |
| DarkIRCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 17.4 | — | |
| UNITCategory=Domain adaptation, Backbone=ED-Pose [74]2026.04 | 16.1 | — | |
| RFormerCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 15.2 | — | |
| LightenDiffCategory=Image enhancement, Backbone=ED-Pose [74]2026.04 | 13.9 | — | |
| CycleGANBackbone=ED-Pose [74]2026.04 | — | 45.6 | |
| DarkIRBackbone=ED-Pose [74]2026.04 | — | 29.3 | |
| ELLABackbone=ED-Pose [74]2026.04 | — | 45 | |
| EnCoBackbone=ED-Pose [74]2026.04 | — | 41.5 | |
| LightenDiffBackbone=ED-Pose [74]2026.04 | — | 22.9 | |
| QuadPriorBackbone=ED-Pose [74]2026.04 | — | 30.9 | |
| RFormerBackbone=ED-Pose [74]2026.04 | — | 25.4 | |
| UDA-HEBackbone=ED-Pose [74]2026.04 | — | 32.7 | |
| UDAPoseBackbone=ED-Pose [74]2026.04 | — | 48.2 | |
| UNITBackbone=ED-Pose [74]2026.04 | — | 26.7 | |
| UNSBBackbone=ED-Pose [74]2026.04 | — | 39.7 |